Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-22 0.286880 0.323212 0.364219 0.414311 0.474371 0.544738 0.634425
2024-12-29 0.231332 0.278909 0.338056 0.418586 0.527990 0.675575 0.897467
2025-01-05 0.189825 0.239091 0.304374 0.400202 0.542860 0.757678 1.129012
2025-01-12 0.160970 0.209122 0.275930 0.379651 0.545420 0.818475 1.351547
2025-01-19 0.141131 0.187893 0.255207 0.364644 0.550425 0.881771 1.607078
2025-01-26 0.134380 0.183942 0.258369 0.386125 0.619541 1.080188 2.258646
2025-02-02 0.132196 0.186153 0.270800 0.424755 0.729840 1.407383 3.521524
2025-02-09 0.127131 0.183106 0.274079 0.447666 0.816560 1.728622 5.201897
2025-02-16 0.121320 0.178084 0.273149 0.462268 0.890193 2.061057 7.550889
2025-02-23 0.114136 0.169991 0.265724 0.462527 0.931030 2.327759 10.282069
2025-03-02 0.104144 0.156270 0.246689 0.435785 0.898292 2.343853 11.584525
2025-03-09 0.098306 0.149164 0.238983 0.431783 0.923469 2.580097 15.492034
2025-03-16 0.092134 0.141313 0.229702 0.424367 0.942121 2.828878 21.330354
2025-03-23 0.087864 0.136527 0.225861 0.428929 0.998384 3.299052 35.212745
2025-03-30 0.081482 0.127456 0.212781 0.409959 0.978680 3.411223 45.440438
2025-04-06 0.075500 0.118695 0.199537 0.388732 0.946492 3.443009 55.747360
2025-04-13 0.070652 0.111696 0.189222 0.373236 0.929259 3.551976 73.855951
2025-04-20 0.069835 0.112058 0.193808 0.395424 1.047811 4.633814 249.350870
2025-04-27 0.070443 0.115125 0.204342 0.435361 1.253732 6.866599 7106.190451
2025-05-04 0.069527 0.115177 0.208440 0.459070 1.412900 9.352966 NaN
2025-05-11 0.067987 0.113874 0.209401 0.474188 1.546101 12.256797 NaN
2025-05-18 0.065548 0.110598 0.205579 0.474456 1.610890 14.641345 NaN
2025-05-25 0.061489 0.103828 0.193207 0.446773 1.523297 14.050882 NaN